• READY
  • ACTION
  • AUDIT
  • HUMAN

How to check instrument calibration status with your AI

Connect PharmWare to your AI client to instantly cross-reference instrument readiness with your required test protocols.

Ask AI about this page

Short answer

Can my AI check if my HPLC or GC-MS is calibrated?

Yes. Your AI uses the PharmWare MCP to pull a list of your instruments and compare their current calibration status against the requirements of your specific test panels. You get a clear breakdown of which systems are ready and which need attention.

The outcomes

What you get from this check

The AI processes your lab data to produce these specific outcomes.

READY

Validated instrument lists

The AI identifies every HPLC or GC-MS that meets the calibration requirements for your selected tests. You receive a clean list of equipment that is safe to use immediately.

ACTION

Calibration gaps identified

The AI flags any instrument that has expired calibration or doesn't match the test panel needs. You'll know exactly which units are out of compliance before you start a run.

AUDIT

Test panel alignment

The AI compares your current instrument fleet against the specific parameters of your test panels. This ensures your setup matches the protocol requirements.

HUMAN

Manual intervention needed

If an instrument fails the check, the AI stops there. You must manually handle the recalibration or maintenance before the AI can clear the system for use.

The workflow

What your AI does when the request arrives.

The AI handles the data heavy lifting so you don't have to manually check logs.

  1. Inventory scan

    The AI pulls a complete list of all available lab hardware from your system.

    list_instruments

  2. Protocol retrieval

    The AI looks up the specific requirements and necessary parameters for your intended test panels.

    list_tests

  3. Status comparison

    The AI matches the calibration dates from your instruments against the test requirements to find mismatches.

    list_instrumentslist_tests

  4. Readiness report

    The AI presents a final summary of which specific instruments are cleared for your work.

    list_instruments

Try it

Copy these to start.

Use these prompts to trigger the check immediately.

Starting points

These are basic ways to start. Swap out the instrument names or test panel names for your actual lab data.

PharmWare Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_dqzlUGT64oWsc9TLTE7m8M4lvUg9WSFdKudcmc6V/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — PharmWare capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "pharmware-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_dqzlUGT64oWsc9TLTE7m8M4lvUg9WSFdKudcmc6V/mcp"
    }
  }
}
Copy into chat04

  • Check if my HPLC systems are calibrated for the standard toxicity test panel.

  • List all GC-MS instruments that are currently ready for use.

  • Compare my current instrument list against the requirements for the heavy metals test.

  • Which instruments are currently out of calibration for my scheduled tests?

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect PharmWare once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can start asking questions in your preferred AI client right away.

Connect PharmWare to your AI

FAQ

How this task behaves

  • 01

    Can the AI perform the calibration itself?

    No. The AI only reads the status. You must perform all physical calibrations and maintenance manually.

  • 02

    Can the AI change the calibration dates in my system?

    No. The AI has read-only access to your instrument and test data. It cannot modify your records.

  • 03

    Does it work with any HPLC?

    It works with any HPLC that is correctly registered in your system and accessible via the PharmWare MCP.

  • 04

    What happens if an instrument is missing from the list?

    If the instrument isn't in your system's inventory, the AI won't see it and cannot include it in the readiness check.

  • 05

    Can I use this to schedule maintenance?

    No. The AI identifies the need for maintenance, but it cannot create maintenance tickets or schedule technicians.

  • More questions about PharmWare? The Connector page answers them. See everything the PharmWare Connector can do

Connect PharmWare to Claude, Cursor, ChatGPT & more